PasaLab / LiquidLinks
Intelligent Resource Requirement Estimation and Scheduling for Deep Learning Jobs on Distributed GPU Clusters
☆15Updated 3 years ago
Alternatives and similar repositories for Liquid
Users that are interested in Liquid are comparing it to the libraries listed below
Sorting:
- ☆20Updated last year
- Helios Traces from SenseTime☆56Updated 2 years ago
- ☆44Updated last year
- Kubernetes Scheduler Simulator☆114Updated last year
- HeliosArtifact☆20Updated 2 years ago
- The source code of INFless,a native serverless platform for AI inference.☆40Updated 2 years ago
- ☆301Updated last year
- A Deep Learning Cluster Scheduler☆39Updated 4 years ago
- ☆192Updated 5 years ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆55Updated 2 years ago
- ☆51Updated 2 years ago
- Artifacts for our NSDI'23 paper TGS☆81Updated last year
- ☆22Updated 3 years ago
- ☆11Updated 4 years ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆127Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated last year
- Artifacts for our SIGCOMM'22 paper Muri☆41Updated last year
- iGniter, an interference-aware GPU resource provisioning framework for achieving predictable performance of DNN inference in the cloud.☆38Updated last year
- Serverless optimizations☆51Updated last year
- GPU topology-aware scheduler☆13Updated 8 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆156Updated 5 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆30Updated 4 years ago
- A benchmark suite for evaluating FaaS scheduler.☆23Updated 2 years ago
- Huawei Cloud datasets☆77Updated 3 months ago
- ☆26Updated 2 years ago
- Integrated Training Platform (ITP) traces used in ElasticFlow paper.☆29Updated 2 years ago
- FaaSFlow: Enable Efficient Workflow Execution for Function-as-a-Service☆75Updated last year
- ☆18Updated 2 years ago
- Artifact repository for the paper "Modeling and Optimization of Performance and Cost of Serverless Applications"☆21Updated last year
- ☆36Updated last year